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Google Cloud TPU

Crawler Crawler

Overview

Google Cloud TPU products make the benefits of Tensor Processing Units (TPUs) available via scalable and easy-to-use cloud computing resource for all ML researchers, ML engineers, developers, and data scientists running cutting-edge ML models.

Use the Datadog Google Cloud Platform integration to collect metrics from Google Cloud TPU.

Setup

Installation

If you haven’t already, set up the Google Cloud Platform integration first. There are no other installation steps.

Data Collected

Metrics

gcp.tpu.cpu.utilization
(gauge)
Utilization of CPUs on the TPU Worker as a percent.
shown as percent
gcp.tpu.memory.usage
(gauge)
Memory usage in bytes.
shown as byte
gcp.tpu.network.received_bytes_count
(count)
Cumulative bytes of data this server has received over the network.
shown as byte
gcp.tpu.network.sent_bytes_count
(count)
Cumulative bytes of data this server has sent over the network.
shown as byte

Events

The Google Cloud TPU integration does not include any events.

Service Checks

The Google Cloud TPU integration does not include any service checks.

Troubleshooting

Need help? Contact Datadog support.